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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 23 1 Big Data analytics to assess personality based on voice analysis Morales Ramírez, Rodrigo. - 2022 BASE Show details 2 Reconocimiento de voz basado en características DNN Bottleneck Martín Calle, Irene. - 2019 BASE Show details 3 Implementación y evaluación de un sistema QbE-STD (Query-by-Example Spoken Term Detection) Cabello Aguilar, María. - 2018 BASE Show details 4 An analysis of the influence of deep neural network (DNN) topology in bottleneck feature based language recognition Lozano-Diez, Alicia; Zazo, Rubén; Toledano, Doroteo T.. - : Public Library of Science, 2018 BASE Show details 5 ALBAYZIN Query-by-example Spoken Term Detection 2016 evaluation García-Granada, Fernando; Perdigão, Fernando; Docio-Fernandez, Laura. - : Springer (Biomed Central Ltd.), 2018 BASE Show details 6 An end-to-end approach to language identification in short utterances using convolutional neural networks Lozano-Díez, Alicia; Zazo Candil, Rubén; González Domínguez, Javier. - : International Speech and Communication Association, 2016 BASE Show details 7 Emulating DNA: Rigorous Quantification of Evidential Weight in Transparent and Testable Forensic Speaker Recognition Gonzalez-Rodriguez, Joaquin; Rose, Philip; Ramos, Daniel... In: IEEE Transactions on Audio, Speech, and Language Processing (2015) BASE Show details 8 Emulating DNA: Rigorous Quantification of Evidential Weight in Transparent and Testable Forensic Speaker Recognition Gonzalez-Rodriguez, Joaquin; Rose, Philip; Ramos, Daniel... In: IEEE Transactions on Audio, Speech, and Language Processing (2015) BASE Show details 9 Speech Signal and Facial Image Processing for Obstructive Sleep Apnea Assessment Espinoza-Cuadros, Fernando; Fernández-Pozo, Rubén; Toledano, Doroteo T.. - : Hindawi Publishing Corporation, 2015 BASE Show details 10 Acoustic-phonetic decoding of different types of spontaneous speech in Spanish Toledano, Doroteo T.; Moreno Sandoval, Antonio; Colás, José. - : ISCA, 2015 BASE Show details 11 Severe apnoea detection using speaker recognition techniques Fernández Pozo, Rubén; Blanco, José Luis; Hernández, Luis Alberto. - : Institute for Systems and Technologies of Information, Control and Communication, 2015 BASE Show details 12 Using data-driven and phonetic units for speaker verification El Hannani, Asmaa; Toledano, Doroteo T.; Petrovska-Delacrétaz, Dijana. - : IEEE, 2015 BASE Show details 13 Multivariate cepstral feature compensation on band-limited data for robust speech recognition Morales Mombiela, Nicolás; Toledano, Doroteo T.; Hansen, John H. L.. - : University of Tartu, 2015 BASE Show details 14 Acoustic Event Recognition for Low Cost Language Identification Spada, Danilo; López Moreno, Ignacio; Toledano, Doroteo T.. - : Universidad del País Vasco, 2015 BASE Show details 15 On the relationship between phonetic modeling precision and phonetic speaker recognition accuracy Toledano, Doroteo T.; Fombella Mourelle, Carlos; González-Rodríguez, Joaquín. - : International Speech Communication Association, 2015 BASE Show details 16 Inventario de frecuencias fonémicas y silábicas del castellano espontáneo y escrito Moreno Sandoval, Antonio; Toledano, Doroteo T.; Curto, Natalia. - 2015 BASE Show details 17 Improved language recognition using better phonetic decoders and fusion with MFCC and SDC features Toledano, Doroteo T.; González Domínguez, Javier; Abejón González, Alejandro. - : International Speech Communication Association, 2015 BASE Show details 18 Analysis of voice features related to obstructive sleep apnoea and their application in diagnosis support Montero Benavides, Ana; Fernández Pozo, Rubén; Toledano, Doroteo T.... In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 28 (2014) 2, 434-452 OLC Linguistik Show details 19 Feature analysis for discriminative confidence estimation in spoken term detection Tejedor Noguerales, Javier; Toledano, Doroteo T.; Wang, Dong; King, Simon; Colás, José. - : Elsevier B.V., 2014 Abstract: This is the author’s version of a work that was accepted for publication in Computer Speech & Language. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Computer Speech & Language, 28, 5, (2014) DOI:10.1016/j.csl.2013.09.008 ; Discriminative confidence based on multi-layer perceptrons (MLPs) and multiple features has shown significant advantage compared to the widely used lattice-based confidence in spoken term detection (STD). Although the MLP-based framework can handle any features derived from a multitude of sources, choosing all possible features may lead to over complex models and hence less generality. In this paper, we design an extensive set of features and analyze their contribution to STD individually and as a group. The main goal is to choose a small set of features that are sufficiently informative while keeping the model simple and generalizable. We employ two established models to conduct the analysis: one is linear regression which targets for the most relevant features and the other is logistic linear regression which targets for the most discriminative features. We find the most informative features are comprised of those derived from diverse sources (ASR decoding, duration and lexical properties) and the two models deliver highly consistent feature ranks. STD experiments on both English and Spanish data demonstrate significant performance gains with the proposed feature sets. ; This work has been partially supported by project PriorSPEECH (TEC2009-14719-C02-01) from the Spanish Ministry of Science and Innovation and by project MAV2VICMR (S2009/TIC-1542) from the Community of Madrid. Keyword: Discriminative confidence; Feature analysis; Speech recognition; Spoken term detection; Telecomunicaciones URL: https://doi.org/10.1016/j.csl.2013.09.008 http://hdl.handle.net/10486/662781 BASE Hide details 20 Assessment of severe apnoea through voice analysis, automatic speech, and speaker recognition techniques Fernández Pozo, Rubén; Blanco, José Luis; Hernández Gómez, Luis. - : SpringerOpen Journal, 2014 BASE Show details Page: 1 2

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